| LACIE: Listener-Aware Finetuning for Confidence Calibration in Large Language Models | May 31, 2024 | TriviaQATruthfulQA | CodeCode Available | 0 |
| SaGE: Evaluating Moral Consistency in Large Language Models | Feb 21, 2024 | Decision MakingHellaSwag | CodeCode Available | 0 |
| Unsupervised Elicitation of Language Models | Jun 11, 2025 | GSM8KTruthfulQA | CodeCode Available | 0 |
| VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation | Jun 25, 2024 | ARCBenchmarking | CodeCode Available | 0 |
| Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding | Jun 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| DeLTa: A Decoding Strategy based on Logit Trajectory Prediction Improves Factuality and Reasoning Ability | Mar 4, 2025 | GSM8KLogical Reasoning | CodeCode Available | 0 |
| Truth Knows No Language: Evaluating Truthfulness Beyond English | Feb 13, 2025 | InformativenessMachine Translation | CodeCode Available | 0 |
| Truth Neurons | May 18, 2025 | TruthfulQA | CodeCode Available | 0 |
| CHAIR -- Classifier of Hallucination as Improver | Jan 5, 2025 | HallucinationMMLU | CodeCode Available | 0 |
| Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback | May 24, 2023 | TriviaQATruthfulQA | CodeCode Available | 0 |
